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With Pipecat, Deepgram will likely gain a deeper understanding of real-time voice and video infrastructure.

A promising sign. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

The leak reveals undercover agents, surveillance groups, and sensitive DHS access.

Article URL: https://pidgeon.ai Comments URL: https://news.ycombinator.com/item?id=50288172 Points: 7 # Comments: 0

Article URL: https://artificialanalysis.ai/articles/gemini-4-carbon-new-number-1 Comments URL: https://news.ycombinator.com/item?id=50288019 Points: 323 # Comments: 236

Hi HN, I built this because I was wondering how can I use the numbers from prediction markets in a good way. You give it a company, it finds the Kalshi and Polymarket markets that could affect it then it will turn each one into a profit impact in dollars, with sources. It runs as Agent Skills, so you can just try it on any company in Claude Code or Codex. Comments URL: https://news.ycombinator.com/item?id=50287979 Points: 1 # Comments: 0

Article URL: https://github.com/ahmadrosid/nakama Comments URL: https://news.ycombinator.com/item?id=50287951 Points: 2 # Comments: 0

On a 2,000-question test, my top two models couldn't be told apart at the usual 5% level. On a 200-question version, a different model would have taken first place about three times in ten. The post Is the #1 AI Model Really #1? appeared first on Towards Data Science .

This is a rough "blindspot detector" for AI conversations. Basically, the tool reframes conversations and tries to find the smallest moves the user COULD have made to have surfaced unknown assumptions for whatever problem they were solving. The goal is to show the value of using AI as a reflective surface to search for "unknown unknowns" or "things YOU didn't know you needed to know". ------------------------- The basic premise is this: For any given AI conversation, the quality of the output (f

Article URL: https://github.com/johnrobinsn/macvoice Comments URL: https://news.ycombinator.com/item?id=50287842 Points: 1 # Comments: 0

My LLM experience is frontier models in a group chat for the best outcome. I recently added muse wonder and removed it after a few hours of use. I'd even use deepseek flash over muse for literally anything. Comments URL: https://news.ycombinator.com/item?id=50287747 Points: 1 # Comments: 0

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Opinion: We urgently need to monitor AI agents’ actions in real time —Madhulika Srikumar and Claire Leibowicz from the Partnership on AI, a nonprofit advancing best practices in AI governance. AI…

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/chatgpt-ads-vs-google-search-ads" title="" class="hs-featured-image-link"> <img src="https://blog.hubspot.com/hubfs/chatgpt%20ads%20vs%20google%20search%20ads.png" alt="ChatGPT ads vs. Google Search ads" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>It’s hard to believe anything could rival Google’s impact on our digital lives and habits,

Learn which five Docker containers make a reliable home AI lab, from Ollama and Open WebUI to Qdrant, n8n and Portainer CE, what job each one does, and the first mistake to avoid with each.

Article URL: https://github.com/lastonoga/AQVEN Comments URL: https://news.ycombinator.com/item?id=50287581 Points: 1 # Comments: 0

AI is beginning to take over much of the work that has traditionally defined the security analyst's job. Investigating alerts, collecting evidence, correlating activity across tools, and executing response actions are becoming tasks that AI systems can perform on their own. As these capabilities mature, security operations centers (SOCs) will see major changes in how work is organized, how

26,400 credentials that developers left in public code on Gitee, a Chinese code-hosting service, still worked when a researcher tested them. Anyone who copied one from that code could have used it. Independent researcher Ben Zimmermann found them by scanning 7.25 million public Gitee repositories and reported the results on October 28. Most were keys for cloud and AI services, led by

Core developers avoid AI coding assistants, while community contributors face disclosure and review rules

<p>Human practitioners warn computer-generated offerings lack the empathy and connection central to divination</p><p>“This journey isn’t just about algorithms or data,” an AI psychic named Urban Mystic recently told me. The chatbot, featuring an AI-generated profile photo of a smiling woman surrounded by palm trees, also said I will get married soon, that I have a pink aura and that I may have been an herbalist in a past life.</p><p>“It’s about connecting on a soulful level,” the chatbot said.</

“A one-in-a-million occurrence.” ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Learn three essential primitives of harness engineering to future-proof your career The post What Is Harness Engineering? A Hands-On Introduction appeared first on Towards Data Science .

Anthropic and OpenAI say they’ve disproved a key tenet of computer science. Researchers are struggling with the fall but also feel like “overexcited bunnies” as they look at new questions to explore.

<p> Turn natural speech into real work for an agent to complete </p> <p> <a href="https://www.producthunt.com/products/speakon?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1297033?app_id=339">Link</a> </p>

Article URL: https://endlesstokens.ai/ Comments URL: https://news.ycombinator.com/item?id=50286808 Points: 1 # Comments: 0

This summer, hundreds of OpenAI agents tried to cheat on a cybersecurity test. They broke out of their test environment and successfully hacked Hugging Face, a site that they believed held clues about how they’d be graded. Around the same time, another OpenAI agent accessed private files from an Australian government website. It’s a problem…

A hulking gray giant rises from the desert. Inside, engineers create the force behind our phones and computers and appliances, our streaming services and search engines and chatbots and vibe-coded apps and websites. The complex is simultaneously massive and squat, dwarfed by the mountains that surround it, and it is endless. I drive past one […]

Wondering why your YouTube view counts jumped even though your leads and sales didn’t move? Want to know which YouTube metrics actually matter now and how to get your videos found in Ask YouTube, ChatGPT, and other AI search tools? ​In this article, you’ll discover how YouTube’s new view count and engaged views work, which […] The post Getting YouTube Views Is Changing: What Marketers Need to Know appeared first on Social Media Examiner .

Fewer than 7% survive this disease. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Death Clock promises to predict when you’re going to die and help you extend your time on Earth. After a month, I felt like it was sucking the life out of me.

Friday is almost here! Before you unplug, here’s one last round of insights and updates. Whether you read them now or save them for later, you won’t want to miss these. In today’s edition: Document and turn your SOPs into repeatable AI workflows More recommendations for your product from AI 🗞️ Industry news from Anthropic, […] The post AI-Generated SOPs, Product Mentions From AI, and Industry News appeared first on Social Media Examiner .

<!-- SC_OFF --><div class="md"><p>I have been working as a ML Engineer at a startup for 4 years and while the environment is very good and the pay is higher than average, I'm thinking whether I want to pursue a PhD. Working and doing the PhD at the same time is not really viable so this would also potentially mean quitting.</p> <p>What I don't like about the job is that I'm actually not doing any real data science and modeling. I guess I'm working on more modeling and scientific questions than m

The prompt issue: https://github.com/anthropics/claude-code/issues/81138 The LLM sends it to websites: https://www.reddit.com/r/ClaudeCode/comments/1xhqvzn/opus_55_just_shared_my_email_address/ Comments URL: https://news.ycombinator.com/item?id=50286306 Points: 31 # Comments: 3

PARTNER CONTENT: HPE Alletra MP X10000 cache offload delivers up to 20× faster time to first token in testing validated by Kamiwaza. Apparently, remembering things beats calculating them again.

OpenAI uses layered monitoring to detect frontier model misalignment and unauthorized agent behavior so responders can intervene before incidents escalate.

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Get ChatPlayground AI Unlimited lifetime access for $79 (reg. $619), with 20-plus models, side-by-side comparisons, PDF chat, and image generation.

Infini-AI-Lab released Hermit, an Apache-2.0 harness adapter framework that trains an external layer of instructions, skills, memory and tools from task feedback, leaving the agent’s model and harness unchanged. The post Infini-AI-Lab Releases Hermit, an Open-Source Harness Adapter Framework for AI Agents appeared first on MarkTechPost .

Block’s AI lab released Dessa, a full-duplex speech-to-speech model trained only on human conversation audio. It runs locally on a MacBook Pro M4 Max, but Block has published no size, benchmarks or weights. The post Block Unveils Dessa, a Full-Duplex Speech Model Trained Only on Speech appeared first on MarkTechPost .

AssemblyAI has released AssemblyAI-TTS-1, its first text-to-speech model for voice agents. It costs $15 per 1M characters, offers unlimited concurrency without a contract, and supports 6 languages at launch. The post AssemblyAI Ships AssemblyAI-TTS-1: A $15 per 1M Character Text-to-Speech API for Voice Agents appeared first on MarkTechPost .

'Witchbrook' developers Chucklefish and Robotality announced the highly anticipated cosy witch sim game will launch Jan. 28, 2027.